Salvatelli, Valentina
- MAIRA-2: Grounded Radiology Report Generation
2024/06/06 by Shruthi Bannur, Bannur, Shruthi, Kenza Bouzid +38 · 36 citations
Medicine · Computer Science · Social Sciences · #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #Computational and Text Analysis Methods
- MAIRA-1: A specialised large multimodal model for radiology report generation
2023/11/22 by Stephanie L. Hyland, Shruthi Bannur, Hyland, Stephanie L. +27 · 17 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
2024/11/18 by Harshita Sharma, Valentina Salvatelli, Sharma, Harshita +29 · 3 citations
Computer Science · Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Unsupervised Change Detection of Extreme Events Using ML On-Board
2021/11/04 by Růžička, Vít, Vaughan, Anna, De Martini, Daniele +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Comprehensive language-image pre-training for 3D medical image understanding
2025/10/16 by Tassilo Wald, İbrahim Ethem Hamamcı, Wald, Tassilo +28 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications